It looks like it's some sort of game-playing AI?:

> Automat's objective is to be able to semi-autonomously play a variety of games. It's the first step towards a more general environment for interacting with computers.

That's not what I got from the notebook, though. From the notebook, I thought it was some sort of new programming paradigm, so I'm confused.